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USAD-Anomaly-Detecting-Algorithm

USAD(UnSupervised Anomaly Detection) based Anomaly Detecting Model

[Reference]

Audibert, Julien, et al. "USAD: UnSupervised Anomaly Detection on Multivariate Time Series." Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. 2020.

[Descriptions]

Models - Directory for trained models

train_USAD.py - USAD Model training Code

USAD_Inference.py - Inference USAD model for single Event

performance_analysis.py - evaluate detection result

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USAD based Anomaly Detecting Model

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